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Measurement of capital allocation efficiency in emerging economies: evidence from China

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  • Zhang, Shangfeng
  • Chen, Congcong
  • Xu, Siwa
  • Xu, Bing

Abstract

In the process of economic growth, emerging economies such as China usually experience technological bias and structural changes, showing the characteristics of time-varying factor income shares. In order to accurately measure the capital allocation efficiency of emerging economies, we explore the impact mechanism of capital optimization on the economy. Based on the idea of a “uniform marginal return on capital”, this paper improves the “function estimation method”, and proposes the use of a time-varying elasticity production function model to estimate time-varying capital output elasticity, in order to measure China's regional capital allocation efficiency. The research results show the average capital allocation efficiency from 2005 to 2017 was 0.957 in Eastern China, 0.934 in Central China, and 0.884 in Western China, an indication that deepening marketization has greatly improved capital allocation efficiency in the country's three major regions. The Cobb-Douglas production function ignores the technology bias and structural changes in the social development of emerging economies, thereby losing 4.6–6.6% of the optimization space for capital allocation, while the time-varying elasticity production function with structural change effect can provide an alternative new production function to measure the capital allocation efficiency of China and other emerging economies.

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  • Zhang, Shangfeng & Chen, Congcong & Xu, Siwa & Xu, Bing, 2021. "Measurement of capital allocation efficiency in emerging economies: evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    • Handle: RePEc:eee:tefoso:v:171:y:2021:i:c:s0040162521003863
    DOI: 10.1016/j.techfore.2021.120954
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    as
    1. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, Oxford University Press, vol. 132(4), pages 1915-1967.
    2. Wurgler, Jeffrey, 2000. "Financial markets and the allocation of capital," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 187-214.
    3. Elisa Gamberoni & Claire Giordano & Paloma Lopez-Garcia, 2016. "Capital and labour (mis)allocation in the euro area: Some stylized facts and determinants," Questioni di Economia e Finanza (Occasional Papers) 349, Bank of Italy, Economic Research and International Relations Area.
    4. Zhang, Shangfeng & Liu, Yaoxin & Huang, Duen-Huang, 2021. "Understanding the mystery of continued rapid economic growth," Journal of Business Research, Elsevier, vol. 124(C), pages 529-537.
    5. David Rezza Baqaee & Emmanuel Farhi, 2020. "Productivity and Misallocation in General Equilibrium," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 105-163.
    6. Justin Yifu Lin & Jianjun Miao & Pengfei Wang, 2019. "Convergence, Financial Development, and Policy Analysis," Boston University - Department of Economics - Working Papers Series dp-307, Boston University - Department of Economics.
    7. Abiad, Abdul & Oomes, Nienke & Ueda, Kenichi, 2008. "The quality effect: Does financial liberalization improve the allocation of capital?," Journal of Development Economics, Elsevier, vol. 87(2), pages 270-282, October.
    8. Alexander Ljungqvist & Donghua Chen & Dequan Jiang & Haitian Lu & Mingming Zhou, 2015. "State Capitalism vs. Private Enterprise," NBER Working Papers 20930, National Bureau of Economic Research, Inc.
    9. Das, Gouranga G. & Drine, Imed, 2020. "Distance from the technology frontier: How could Africa catch-up via socio-institutional factors and human capital?," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    10. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    11. Sebnem Kalemli-Ozcan & Bent E. Sørensen, 2014. "Misallocation, Property Rights, and Access to Finance: Evidence from within and across Africa," NBER Chapters, in: African Successes, Volume III: Modernization and Development, pages 183-211, National Bureau of Economic Research, Inc.
    12. Francesco Caselli & James Feyrer, 2007. "The Marginal Product of Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 535-568.
    13. Aoki, Shuhei, 2012. "A simple accounting framework for the effect of resource misallocation on aggregate productivity," Journal of the Japanese and International Economies, Elsevier, vol. 26(4), pages 473-494.
    14. Justin Yifu Lin & Jianjun Miao & Pengfei Wang, 2020. "Convergence, financial development, and policy analysis," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 69(3), pages 523-568, April.
    15. Bernat, Stefan & Karabag, Solmaz Filiz, 2019. "Strategic alignment of technology: Organising for technology upgrading in emerging economy firms," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 295-306.
    16. Wei, Taoyuan & Liu, Yang, 2019. "Estimation of resource-specific technological change," Technological Forecasting and Social Change, Elsevier, vol. 138(C), pages 29-33.
    17. Ueda, Atsuku, 1999. "Measuring Distortion in Capital Allocation--The Case of Heavy and Chemical Industries in Korea," Journal of Policy Modeling, Elsevier, vol. 21(4), pages 427-452, July.
    18. Banerjee, Abhijit V. & Duflo, Esther, 2005. "Growth Theory through the Lens of Development Economics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 7, pages 473-552, Elsevier.
    19. Yang, Zhenbing & Shao, Shuai & Li, Chengyu & Yang, Lili, 2020. "Alleviating the misallocation of R&D inputs in China's manufacturing sector: From the perspectives of factor-biased technological innovation and substitution elasticity," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    20. Barattieri, Alessandro & Eden, Maya & Stevanovic, Dalibor, 2020. "Risk sharing, efficiency of capital allocation, and the connection between banks and the real economy," Journal of Corporate Finance, Elsevier, vol. 60(C).
    21. Cho, Yoon Je, 1988. "The effect of financial liberalization on the efficiency of credit allocation : Some evidence from Korea," Journal of Development Economics, Elsevier, vol. 29(1), pages 101-110, July.
    22. Geng, Chengxuan & Cui, Zongying, 2020. "Analysis of spatial heterogeneity and driving factors of capital allocation efficiency in energy conservation and environmental protection industry under environmental regulation," Energy Policy, Elsevier, vol. 137(C).
    23. Shang, Juan & Li, Pengfei & Li, Ling & Chen, Yong, 2018. "The relationship between population growth and capital allocation in urbanization," Technological Forecasting and Social Change, Elsevier, vol. 135(C), pages 249-256.
    24. Eric Bartelsman & John Haltiwanger & Stefano Scarpetta, 2013. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," American Economic Review, American Economic Association, vol. 103(1), pages 305-334, February.
    25. Padma Desai & Ricardo Martin, 1983. "Efficiency Loss from Resource Misallocation in Soviet Industry," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(3), pages 441-456.
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